Empathy-R1: A Chain-of-Empathy and Reinforcement Learning Framework for Long-Form Mental Health Support
Fuente:
arXiv
Saved in:
| Main Authors: | Yao, Xianrong, She, Dong, Zhang, Chenxu, Zhang, Yimeng, Sun, Yueru, Ahmed, Noman, Gao, Yang, Jin, Zhanpeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness
by: Sun, Yueru, et al.
Published: (2026)
by: Sun, Yueru, et al.
Published: (2026)
MindMelody: A Closed-Loop EEG-Driven System for Personalized Music Intervention
by: Zhang, Yimeng, et al.
Published: (2026)
by: Zhang, Yimeng, et al.
Published: (2026)
IMUFace: Towards Always-On 3D Facial Reconstruction via Earphone Inertial Sensing
by: Yao, Xianrong, et al.
Published: (2025)
by: Yao, Xianrong, et al.
Published: (2025)
AICA-Bench: Holistically Examining the Capabilities of VLMs in Affective Image Content Analysis
by: She, Dong, et al.
Published: (2026)
by: She, Dong, et al.
Published: (2026)
Artificial Empathy: AI based Mental Health
by: Naik, Aditya, et al.
Published: (2025)
by: Naik, Aditya, et al.
Published: (2025)
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
by: De Grandi, Alessandro, et al.
Published: (2024)
by: De Grandi, Alessandro, et al.
Published: (2024)
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data
by: Sun, Linzhuang, et al.
Published: (2024)
by: Sun, Linzhuang, et al.
Published: (2024)
Synth-Empathy: Towards High-Quality Synthetic Empathy Data
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
Empathy and Mentalizing of Mental Health Nurses: A Cross‐Sectional Correlational Study
by: Gieke Free, et al.
Published: (2025)
by: Gieke Free, et al.
Published: (2025)
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation
by: Ma, Hui, et al.
Published: (2024)
by: Ma, Hui, et al.
Published: (2024)
Response to Reversing Empathy Decline
by: Ismahaan Ahmed
Published: (2025)
by: Ismahaan Ahmed
Published: (2025)
Empathy to Creativity: The Associations Between Empathy and Everyday Creativity
by: Bijie Tie, et al.
Published: (2024)
by: Bijie Tie, et al.
Published: (2024)
Empathy and Components of Empathy in Obstetrics Students
by: Claudia Arispe-Alburqueque
Published: (2020)
by: Claudia Arispe-Alburqueque
Published: (2020)
Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning
by: Yuan, Jiahao, et al.
Published: (2025)
by: Yuan, Jiahao, et al.
Published: (2025)
Empathy
Published: (2023)
Published: (2023)
Empathie
Published: (2026)
Published: (2026)
Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling
by: Hu, He, et al.
Published: (2025)
by: Hu, He, et al.
Published: (2025)
From Empathy to Personalized Empathy: Adapting Empathetic Strategies to Individual Users
by: Zheng, Wuqiang, et al.
Published: (2026)
by: Zheng, Wuqiang, et al.
Published: (2026)
Conversations on Empathy
Published: (2023)
Published: (2023)
Music and Empathy
Published: (2021)
Published: (2021)
Empathy in Explanation
by: Collins, Katherine M., et al.
Published: (2025)
by: Collins, Katherine M., et al.
Published: (2025)
Empathy Applicability Modeling for General Health Queries
by: Randhawa, Shan, et al.
Published: (2026)
by: Randhawa, Shan, et al.
Published: (2026)
From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment
by: Ye, Jing, et al.
Published: (2025)
by: Ye, Jing, et al.
Published: (2025)
The EmpathiSEr: Development and Validation of Software Engineering Oriented Empathy Scales
by: Gunatilake, Hashini, et al.
Published: (2025)
by: Gunatilake, Hashini, et al.
Published: (2025)
EMPA: Evaluating Persona-Aligned Empathy as a Process
by: Zhang, Shiya, et al.
Published: (2026)
by: Zhang, Shiya, et al.
Published: (2026)
MyoSem: Aligning Electromyography to Natural-Language Action Semantics for Hand Action Understanding
by: Wang, Chiyue, et al.
Published: (2026)
by: Wang, Chiyue, et al.
Published: (2026)
Animals, Empathy, and Anthropomorphism
by: Salzani, Carlo
Published: (2025)
by: Salzani, Carlo
Published: (2025)
Autism and the Empathy Epidemic
by: Harbord, Janet
Published: (2026)
by: Harbord, Janet
Published: (2026)
On the Power and Limits of Empathy
by: Camassa, Manuel
Published: (2023)
by: Camassa, Manuel
Published: (2023)
Empathy is essential to advocacy!
by: Rob Kent
Published: (2025)
by: Rob Kent
Published: (2025)
Distilling Empathy from Large Language Models
by: Xie, Henry J., et al.
Published: (2025)
by: Xie, Henry J., et al.
Published: (2025)
Evaluation of Dental Student Empathy Scores Using Cognitive and Effective Empathy Measures
by: JoAnna M. Scott, et al.
Published: (2025)
by: JoAnna M. Scott, et al.
Published: (2025)
Building Narratives Through Empathy: The Role of Empathy Mechanisms and Associative Thinking in Creative Writing
by: Dominik Golab, et al.
Published: (2024)
by: Dominik Golab, et al.
Published: (2024)
A Conceptual Framework for Understanding Empathy in Physics Faculty
by: Hamdan, Alia, et al.
Published: (2024)
by: Hamdan, Alia, et al.
Published: (2024)
Persona-E$^2$: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events
by: Yang, Yuqin, et al.
Published: (2026)
by: Yang, Yuqin, et al.
Published: (2026)
The Impact of Adaptive Emotional Alignment on Mental State Attribution and User Empathy in HRI
by: Buracchio, Giorgia, et al.
Published: (2025)
by: Buracchio, Giorgia, et al.
Published: (2025)
TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning
by: Pan, Junwen, et al.
Published: (2025)
by: Pan, Junwen, et al.
Published: (2025)
The Borders of Empathy in Children’s Fiction
by: García-González, Macarena
Published: (2025)
by: García-González, Macarena
Published: (2025)
The Role of Empathy in Managerial Communication.
by: Johnson, Peggy
Published: (1988)
by: Johnson, Peggy
Published: (1988)
Oxytocin, Empathy and Human Enhancemen
by: Francisco Lara
Published: (2017)
by: Francisco Lara
Published: (2017)
Similar Items
-
EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness
by: Sun, Yueru, et al.
Published: (2026) -
MindMelody: A Closed-Loop EEG-Driven System for Personalized Music Intervention
by: Zhang, Yimeng, et al.
Published: (2026) -
IMUFace: Towards Always-On 3D Facial Reconstruction via Earphone Inertial Sensing
by: Yao, Xianrong, et al.
Published: (2025) -
AICA-Bench: Holistically Examining the Capabilities of VLMs in Affective Image Content Analysis
by: She, Dong, et al.
Published: (2026) -
Artificial Empathy: AI based Mental Health
by: Naik, Aditya, et al.
Published: (2025)